Sergio Ledesma

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 19

Top Topics

Retinal Fundus Images

Transfer Learning

Expectation Maximization

Top Venues

Expert Syst. Appl.

Digit. Signal Process.

Publications

Jose L. Contreras-Hernandez, Dora Luz Almanza-Ojeda, Sergio Ledesma, Arturo Garcia-Perez, Rogelio Castro-Sanchez, Miguel A. Gomez-Martinez, Mario Alberto Ibarra-Manzano
Geometric Analysis of Signals for Inference of Multiple Faults in Induction Motors. Sensors 22 (7) (2022)
Yair A. Andrade-Ambriz, Sergio Ledesma, Juan Manuel Belman-Flores, I. Carvajal-Mariscal, Dora Luz Almanza-Ojeda
Frost thickness estimation in a domestic refrigerator using acoustic signals and artificial intelligence. Expert Syst. Appl. 201 (2022)
Yair A. Andrade-Ambriz, Sergio Ledesma, Mario Alberto Ibarra-Manzano, Marvella-Izamar Oros-Flores, Dora Luz Almanza-Ojeda
Human activity recognition using temporal convolutional neural network architecture. Expert Syst. Appl. 191 (2022)
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes, Eduardo Cabal-Yepez
On removing conflicts for machine learning. Expert Syst. Appl. 206 (2022)
Emmanuel Ovalle-Magallanes, Noé G. Aldana-Murillo, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Jonathan Cepeda-Negrete, Sergio Ledesma
Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. IEEE Access 9 (2021)
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Pascal Fallavollita, Jason Steffener
Artificial Intelligence to Analyze the Cortical Thickness Through Age. Frontiers Artif. Intell. 4 (2021)
Mustafa Haiderbhai, Sergio Ledesma, Nassir Navab, Pascal Fallavollita
Generating X-ray Images from Point Clouds Using Conditional Generative Adversarial Networks. EMBC (2020)
Sergio Ledesma, Jose de Jesus Guerrero-Turrubiates, Sheila Esmeralda González-Reyna, Dora Luz Almanza-Ojeda, Pascal Fallavollita
Learning Conflicts for C-arm Kinematic Modeling using Artificial Intelligence. EMBC (2020)
Mustafa Haiderbhai, Sergio Ledesma, Sing Chun Lee, Matthias Seibold, Philipp Fürnstahl, Nassir Navab, Pascal Fallavollita
pix2xray: converting RGB images into X-rays using generative adversarial networks. Int. J. Comput. Assist. Radiol. Surg. 15 (6) (2020)
Sergio Ledesma, Dora Luz Almanza-Ojeda, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Juan Gabriel Aviña-Cervantes, Pascal Fallavollita
Differential Neural Networks (DNN). IEEE Access 8 (2020)
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Pascal Fallavollita
Artificial Intelligence to Design a Mask Insensible to the Distance From the Camera to the Scene Objects. IEEE Access 7 (2019)
Sebastián Salazar-Colores, Eduardo Cabal-Yepez, Juan Manuel Ramos Arreguín, Guillermo Botella, Luis Manuel Ledesma-Carrillo, Sergio Ledesma
A Fast Image Dehazing Algorithm Using Morphological Reconstruction. IEEE Trans. Image Process. 28 (5) (2019)
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes
Analysis of Data Sets With Learning Conflicts for Machine Learning. IEEE Access 6 (2018)
Hugo Aguirre-Ramos, Juan Gabriel Aviña-Cervantes, Ivan Cruz-Aceves, José Ruiz-Pinales, Sergio Ledesma
Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization. Appl. Math. Comput. 339 (2018)
Sergio Ledesma, Juan Manuel Belman-Flores, Eduardo Cabal-Yepez, Arturo Morales-Fuentes, Jorge Arturo Alfaro-Ayala, Mario Alberto Ibarra-Manzano
Mathematical Models to Predict and Analyze the Energy Consumption of a Domestic Refrigerator for Different Position of the Shelves. IEEE Access 6 (2018)
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Eduardo Cabal-Yepez
Cost function to analyze the passband and the stopband of Digital Biquadratic Filters. Digit. Signal Process. 75 (2018)
Misael Lopez-Ramirez, Luis Manuel Ledesma-Carrillo, Eduardo Cabal-Yepez, Guillermo Botella Juan, Carlos Rodriguez-Donate, Sergio Ledesma
FPGA-based methodology for depth-of-field extension in a single image. Digit. Signal Process. 70 (2017)
Jose de Jesus Guerrero-Turrubiates, Ivan Cruz-Aceves, Sergio Ledesma, Juan Manuel Sierra-Hernández, Jonás Velasco, Juan Gabriel Aviña-Cervantes, Maria Susana Avila Garcia, Horacio Rostro-González, Roberto Rojas-Laguna
Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine 2017 (2017)
Sergio Ledesma, Juan Manuel Belman-Flores
Analysis of COP stability in a refrigeration system using artificial neural networks. IJCNN (2016)
Juan Manuel Belman-Flores, Sergio Ledesma, Ma. de Guadalupe García-Hernández, José Ruiz, José L. Rodríguez-Muñoz
Analysis of a variable speed vapor compression system using artificial neural networks. Expert Syst. Appl. 40 (11) (2013)
Sergio Ledesma, José Ruiz, Guadalupe García, Gabriel Aviña, Donato Hernández
Analysis of self-similar data by artificial neural networks. ICNSC (2011)
Sergio Ledesma, Gustavo Cerda-Villafana, Gabriel Aviña, Donato Hernández, Miguel Torres
Feature Selection Using Artificial Neural Networks. MICAI (2008)
Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández
Association rule-based Markov Decision Processes. LA-NMR (2008)
Sergio Ledesma, Derong Liu, Donato Hernández
Two approximation methods to synthesize the power spectrum of fractional Gaussian noise. Comput. Stat. Data Anal. 52 (2) (2007)
Sergio Ledesma, Miguel Torres, Donato Hernández, Gabriel Aviña, Guadalupe García
Temperature Cycling on Simulated Annealing for Neural Network Learning. MICAI (2007)
Sergio Ledesma, Derong Liu
Synthesis of fractional gaussian noise using linear approximation for generating self-similar network traffic. Comput. Commun. Rev. 30 (2) (2000)